Published 7/2023
Created by Rupesh Tiwari
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 29 Lectures ( 1h 46m ) | Size: 712 MB
Building a Full Stack Generative AI Web Application & Android App with AWS and React JS | Hands-On Tutorial Series
What you’ll learn
Build Full Stack Generative AI Web Apps: Develop applications using AWS, React JS, and Generative AI for image generation from text inputs.
Configure CI/CD Pipeline with AWS Amplify and GitHub: Automate build, test, and deployment processes using Amplify and GitHub.
Enhance User Experience and UI: Improve UI with prompt input, dynamic image rendering, and responsive design using React JS and Bootstrap.
Convert Web App to Native Mobile: Convert React JS apps to native Android using Capacitor and Ionic for seamless mobile experiences.
Implement Advanced AI Techniques: Explore stable diffusion models and deep learning architectures for enhanced generative AI.
Solve CORS Errors & Ensure Security: Address CORS errors & implement security measures for data protection.
Effective GitHub Repository Management: Master handling issues, pull requests & version control for collaborative development.
Optimize App Performance & Deployment: Learn techniques to optimize performance & deploy apps using AWS services.
Apply DevOps Principles in Full Stack Dev: Streamline workflow with infrastructure as code, automation, CI/CD.
Mobile App Publishing & Distribution: Publish & distribute native mobile apps for maximum user reach.
Requirements
No prerequisites? No problem! This course is designed to be beginner-friendly, providing a welcoming environment for learners of all levels. Join us and embark on an exciting learning journey!
Basic programming knowledge: Prior understanding of programming concepts is helpful but not required. We’ll explain the code as we go along.
Familiarity with web development: Basic knowledge of HTML, CSS, and JavaScript will ease your learning experience, but we’ll cover the necessary concepts.
Curiosity and eagerness to learn: The most important requirement is a passion for learning and exploring generative AI and full stack development.
Access to a computer: You’ll need a computer or laptop with internet access to follow along with coding exercises and access the necessary tools.
Description
Welcome to the comprehensive Full Stack Generative AI course, where you’ll embark on an exciting journey to explore the captivating world of generative artificial intelligence (AI) and learn how to build cutting-edge applications using the powerful combination of AWS and React.Level up your skills and become a proficient full stack developer in the fascinating field of generative AI. In this course, we’ll dive deep into key concepts and techniques, providing you with hands-on experience in training and deploying mind-blowing generative models using AWS services like Amazon SageMaker. Get ready to unlock the art of generating stunning images, mesmerizing music, and captivating text using state-of-the-art AI models like GANs and transformers.The journey doesn’t end there! We’ll guide you through building a mind-boggling full stack application that harnesses the immense power of generative AI. Discover how to develop the rock-solid backend using AWS Lambda, API Gateway, and DynamoDB to handle data processing, storage, and seamless API interactions. On the frontend, we’ll unleash the magic of React to craft a dazzling user interface that showcases the awe-inspiring generated content.But wait, there’s more! As a extra, this course includes two extra sections that take you above and beyond the core curriculum. In Section 7, you’ll uncover the secrets of responsive UI design, mastering the art of creating web applications that adapt flawlessly to every screen size and device. And in Section 8, we’ll drop a tantalizing hint about something special… Let’s just say it involves diving into the realm of mobile app development using React Native to bring your generative AI creations to Android devices.By the grand finale of this comprehensive course, you’ll have built an enviable foundation in full stack generative AI development, equipped with the prowess to create awe-inspiring applications that effortlessly produce remarkable art, enchanting music, and captivating text using cutting-edge AI models. With the power of the extra sections, including the Android mobile app hint, you’ll be ready to expand your generative AI masterpieces to the palm of your hand.Are you ready to ignite your creativity and unleash the limitless potential of Full Stack Generative AI? Join now and embark on this thrilling adventure, where you’ll combine the forces of generative AI, AWS, and React to conquer new frontiers of innovation. Enroll today and unlock the full power of Full Stack Generative AI!Note: Sections 7 and 8 are extra sections that elevate your skills beyond the core curriculum. Section 8 holds a special surprise hint about diving into the world of mobile app development using React Native, enabling you to extend your generative AI projects to Android devices. These captivating extras delve into the realm of responsive UI design and empower you to craft magnificent mobile apps, taking your full stack generative AI projects to unparalleled heights of brilliance.
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